Розмір шрифта:
CLAUDE MYTHOS: ANALYSIS OF THE CAPABILITIES OF AUTONOMOUS AI AGENTS IN DETECTING CRITICAL 0-DAY VULNERABILITIES
Остання редакція: 2026-05-26
Анотація
This paper explores the efficiency of autonomous AI agents (using Claude Mythos as a case study) in cybersecurity. It compares AI-driven analysis with traditional fuzzing for zero-day vulnerability detection. The technical superiority of autonomous search is demonstrated through real-world cases involving legacy bugs in OpenBSD and FFmpeg. Key ethical and security risks of deploying AI in offensive security are also outlined.
Ключові слова
AI agents; cybersecurity; zero-day; Claude Mythos; fuzzing; autonomous analysis
Посилання
1. Anthropic Security Research: Claude Mythos Preview. URL: https://red.anthropic.com/2026/mythos-preview/.
2. TechCrunch: Anthropic debuts preview of Mythos. URL: https://techcrunch.com/2026/04/07/anthropic-mythos-ai-model-preview-security/.
3. Tom’s Hardware: Mythos identifies thousands of zero-days. URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/anthropics-latest-ai-model-identifies-thousands-of-zero-day-vulnerabilities-in-every-major-operating-system-and-every-major-web-browser-claude-mythos-preview-sparks-race-to-fix-critical-bugs-some-unpatched-for-decades.
4. Nykyporets S. S. Hadaichuk, N. M. Foreign language media literacy as a protective factor against AI-generated disinformation and psychological stress in technical higher education in Ukraine. Transformational vectors of public administration, law, and humanities in the development of the modern educational system: Scientific monograph. Riga, Latvia: “Baltija Publishing”, 2025. 492 p. P. 305-330. DOI: https://doi.org/10.30525/978-9934-26-647-8-14.
5. Кot S. O., Nykyporets, S. S. Activating students’ cognitive engagement in technical English learning with AI tools. Science and education in the third millennium: information technology, education, law, psychology, social security and work, management. International collective monograph. Volume I. Institute of Public Administration Affairs. Lublin, Polska, 2025. 532 p., Pp. 295-332. DOI: https://doi.org/10.5281/zenodo.16942267.
6. Ibrahimova L. V., Nykyporets, S. S. Information security in the global context: linguistic perspectives and the role of English. International security studios: managerial, technical, legal, environmental, informative and psychological aspects. International collective monograph. Volume IІ. ISAP, Research and Education. 2025. 436 p., P. 321-345. DOI: https://doi.org/10.5281/zenodo.15356365.
7. Nykyporets S. S. The role of AI in enhancing technical vocabulary acquisition among engineering students. Distance Education in Ukraine: Innovative, Normative-Legal, Pedagogical Aspects. 2025. №5. Pp. 79-85. DOI: https://doi.org/10.18372/2786-5495.1.20579.
2. TechCrunch: Anthropic debuts preview of Mythos. URL: https://techcrunch.com/2026/04/07/anthropic-mythos-ai-model-preview-security/.
3. Tom’s Hardware: Mythos identifies thousands of zero-days. URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/anthropics-latest-ai-model-identifies-thousands-of-zero-day-vulnerabilities-in-every-major-operating-system-and-every-major-web-browser-claude-mythos-preview-sparks-race-to-fix-critical-bugs-some-unpatched-for-decades.
4. Nykyporets S. S. Hadaichuk, N. M. Foreign language media literacy as a protective factor against AI-generated disinformation and psychological stress in technical higher education in Ukraine. Transformational vectors of public administration, law, and humanities in the development of the modern educational system: Scientific monograph. Riga, Latvia: “Baltija Publishing”, 2025. 492 p. P. 305-330. DOI: https://doi.org/10.30525/978-9934-26-647-8-14.
5. Кot S. O., Nykyporets, S. S. Activating students’ cognitive engagement in technical English learning with AI tools. Science and education in the third millennium: information technology, education, law, psychology, social security and work, management. International collective monograph. Volume I. Institute of Public Administration Affairs. Lublin, Polska, 2025. 532 p., Pp. 295-332. DOI: https://doi.org/10.5281/zenodo.16942267.
6. Ibrahimova L. V., Nykyporets, S. S. Information security in the global context: linguistic perspectives and the role of English. International security studios: managerial, technical, legal, environmental, informative and psychological aspects. International collective monograph. Volume IІ. ISAP, Research and Education. 2025. 436 p., P. 321-345. DOI: https://doi.org/10.5281/zenodo.15356365.
7. Nykyporets S. S. The role of AI in enhancing technical vocabulary acquisition among engineering students. Distance Education in Ukraine: Innovative, Normative-Legal, Pedagogical Aspects. 2025. №5. Pp. 79-85. DOI: https://doi.org/10.18372/2786-5495.1.20579.
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